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Mei Li explores how to train ControlNet on personal devices by creating trainable copies of a large model's blocks. The method utilizes zero convolution to initialize weights without influencing initial outputs, enabling robust training on small datasets.
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🤔 Ok, but what IS ControlNet?
Adding Conditional Control to Text-to-Image Diffusion Models
ICCV 2023 - Adding Conditional Control to Text-to-Image Diffusion Models
ControlNet: Adding Conditional Control to Text-to-Image Diffusion Models
ControlNet: Adding Conditional Control to Text-to-Image Diffusion Models (2023.04.07)
Stable Diffusion ControlNet Explained | Control Net Examples
Summarizing ControlNet in 10 min
ControlNet
Intro to Controlnet | Customize Stable Diffusion Tutorial | Text to Image Neural Network Structure
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Last Updated: June 9, 2026
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